openai, microsoft and nvidia Updates

The artificial intelligence sector is buzzing with both ambitious projects and growing concerns about its rapid expansion and potential impact. A prime example is the Stargate Project, a massive $500 billion AI initiative involving major players like OpenAI, SoftBank, and Oracle, with support from Microsoft and Nvidia. While proponents view Stargate as a strategic move, Yale Law School researcher Madhavi Singh has raised significant antitrust concerns, warning that this collaboration could stifle competition, increase prices, and potentially violate laws like the Clayton and Sherman Acts. These fears come amidst broader worries about a potential trillion-dollar AI spending bubble, fueled by the popularity of chatbots such as ChatGPT and Gemini, reminiscent of the dot-com crash. As AI's influence expands, so does the focus on regulation and responsible implementation. On November 24, 2025, a bipartisan National Task Force on Artificial Intelligence launched, led by Utah Attorney General Derek Brown and North Carolina Attorney General Jeff Jackson. This task force, which includes OpenAI and Microsoft, aims to identify emerging AI issues, establish fundamental safety rules for developers, and monitor AI's evolution, fostering public-private partnerships. Similarly, the Prudential Regulation Authority (PRA) held roundtable meetings in October 2025 with 21 banks to discuss managing risks associated with AI and machine learning technologies, guided by Supervisory Statement 1/23. Even in education, the Manhasset Board of Education updated its policy on November 19, 2025, to permit supervised use of AI tools like ChatGPT in classrooms, requiring approval to maintain academic integrity. Beyond regulatory discussions, companies are actively developing new ways to leverage AI. Emberos, an AI Brand Orchestration startup, demonstrated on November 23 and 24, 2025, that its "Share of Prompt" metric can accurately predict sales. This method forecasted the opening weekend of "Wicked: For Good" with 92% accuracy, predicting demand 7 to 10 days earlier than traditional tracking. Emberos CEO Justin Inman noted that a one-point increase in Share of Prompt for "Wicked" correlated with up to $400,000 in opening weekend revenue, highlighting AI visibility as a crucial new indicator for brands. BoldRanks also introduced its A2F (Algorithm + AI-Friendly) model to help brands optimize products and content for AI assistants and search engines in online marketplaces, aiming to boost discovery and revenue. However, the current capabilities of AI also have their limits. A PANews study, for instance, tested six major AI models, including Gemini and GPT, on cryptocurrency trading using Binance BTC data. The study concluded that while these models showed some strengths, none were consistently profitable enough on their own to replace human traders, suggesting AI is best utilized as a smart trading assistant for now. Meanwhile, Michigan State University Extension emphasizes human expertise over AI to combat misinformation, promoting its "Ask Extension" service, which connects people with real experts for reliable answers. To further build trust, London-based Warden AI launched a directory on November 24, 2025, listing independently audited AI products, particularly for employment websites using AI for tasks like job matching.

Key Takeaways

• The Stargate Project, a $500 billion AI initiative involving OpenAI, SoftBank, Oracle, Microsoft, and Nvidia, faces antitrust concerns from Yale Law School researcher Madhavi Singh.
• A bipartisan National Task Force on Artificial Intelligence, including OpenAI and Microsoft, launched on November 24, 2025, to establish safety rules and monitor AI development.
• Emberos AI's "Share of Prompt" metric accurately predicted "Wicked: For Good" box office revenue with 92% accuracy, forecasting demand 7 to 10 days earlier.
• Concerns are rising about a potential trillion-dollar AI spending bubble, fueled by investments in chips and data centers and the popularity of chatbots like ChatGPT and Gemini.
• A PANews study found that major AI models, including Gemini and GPT, are not yet consistently profitable enough to replace human cryptocurrency traders, serving better as assistants.
• The Prudential Regulation Authority (PRA) met with 21 banks in October 2025 to discuss managing risks associated with AI and machine learning technologies.
• Manhasset schools updated their policy on November 19, 2025, to allow supervised use of AI tools like ChatGPT in classrooms, requiring approval to ensure academic integrity.
• Warden AI launched a directory on November 24, 2025, for independently audited AI products, aiming to build trust, especially for employment websites.
• BoldRanks introduced its A2F (Algorithm + AI-Friendly) model to help brands optimize products and content for AI assistants and search engines in online marketplaces.
• Michigan State University Extension prioritizes human experts through its "Ask Extension" service to combat misinformation, emphasizing human knowledge over AI for complex questions.

Emberos AI Predicts Movie Sales Early with Share of Prompt

Emberos, an AI Brand Orchestration startup, demonstrated on November 23, 2025, that its "Share of Prompt" metric can accurately predict sales. This new AI signal forecasted the opening weekend of "Wicked: For Good" with high accuracy. Share of Prompt measures how often a brand appears in AI answers to open-ended questions. This method predicted demand 7 to 10 days earlier than traditional tracking. Emberos CEO Justin Inman states prompts reveal what people are about to do, making AI visibility a crucial new indicator for brands across many industries.

Emberos AI Predicts Sales for Wicked For Good Film

Emberos, an AI Brand Orchestration company, announced on November 23, 2025, that its AI can predict sales. Their study showed that a new metric called "Share of Prompt" accurately forecasted the opening weekend of "Wicked: For Good." This metric measures how often a brand appears in AI answers to questions like "What should I watch." Emberos CEO Justin Inman explained that AI prompts reveal what people are about to do, often 7 to 10 days before traditional methods. This new approach, called Generative Engine Optimization, can help various industries beyond movies.

Startup Emberos AI Accurately Predicts Movie Box Office

Emberos, a startup, proved its AI can predict sales with high accuracy. On November 24, 2025, they announced their system forecasted "Wicked: For Good" box office revenue with 92% accuracy. This was achieved using a new metric called "Share of Prompt," which tracks how often a brand appears in AI-generated answers. Emberos CEO Justin Inman highlighted that this AI visibility shows consumer demand before surveys or sales. He added that a one-point increase in Share of Prompt for "Wicked" meant up to $400,000 in opening weekend revenue. This method, known as Generative Engine Optimization, applies to many industries beyond movies.

Yale Expert Warns of Monopoly in OpenAI Stargate Project

A Yale Law School researcher, Madhavi Singh, raised concerns on November 23, 2025, about the Stargate Project. This $500 billion AI initiative involves OpenAI, SoftBank, and Oracle, with support from Microsoft and Nvidia. Singh believes this collaboration could harm competition and increase prices by giving too much power to a few companies. She suggests the project might break antitrust laws like the Clayton and Sherman Acts. However, regulators have not yet scrutinized the Stargate Project.

Yale Scholar Raises Antitrust Fears for Stargate AI Venture

Stargate, a $500 billion AI project, brings together major companies like OpenAI, Oracle, Nvidia, and SoftBank. Yale scholar Madhavi Singh warns this alliance could violate antitrust laws by merging competitors. She fears it might lead to cartel-like actions, limiting innovation and increasing prices for consumers. Singh's research points to possible breaches of the Sherman and Clayton Acts. Despite these concerns, the Trump administration supports Stargate as a strategic move against China. Regulators have not yet acted, even as South Korea joins the UAE's Stargate AI campus.

PANews Study Shows AI Not Ready to Replace Human Traders

PANews tested six major AI models, including Gemini and GPT, on their cryptocurrency trading skills using Binance BTC data. The study looked at different trading scenarios and found that while AI models showed some strengths, none were consistently profitable on their own. Doubao had the highest win rate in some tests, and indicators generally improved AI performance. However, all models had an expected profit less than one, meaning they are not yet ready to replace human traders. The study concluded that AI is currently more useful as a smart trading assistant.

PRA Discusses AI and Machine Learning Risks with Banks

The Prudential Regulation Authority, or PRA, held roundtable meetings on October 20 and 22, 2025. These meetings brought together 21 PRA-regulated banks to discuss risks related to artificial intelligence and machine learning technologies. The discussions focused on how banks should manage these risks, following the guidelines in Supervisory Statement 1/23. The PRA shared its views and talked with firms about specific topics concerning AI and ML.

Warden AI Launches Directory for Audited AI Products

London-based Warden AI launched a new directory on November 24, 2025. This directory lists AI products that have been independently checked and approved. It is designed to help employment websites that use AI for tasks like matching job seekers with roles or ranking candidates. Warden AI was founded in 2023 by Jeffrey Pole, the CEO, and Eduard Schikurski, the CTO.

BoldRanks A2F Model Boosts Brands in AI Marketplaces

BoldRanks created the A2F (Algorithm + AI-Friendly) model to help modern brands succeed in online marketplaces. CEO Rifat Can Ishakoglu explains that products must be designed for algorithms and AI, not just store shelves. The A2F model ensures products and their content are friendly to AI assistants and search engines, considering how customers find and choose items online. This approach helps brands get discovered and grow revenue. BoldRanks also uses a dual manufacturing strategy and has explored innovative projects like 3D-printed toys.

MSU Extension Prioritizes Human Experts Over AI

Michigan State University Extension is focusing on human expertise to combat misinformation in the age of AI. For 118 years, MSU Extension has offered various public services. Director Quentin Tyler promotes their "Ask Extension" service, which connects people with real experts for accurate answers. Educator Meaghan Gass explained that human experts can provide more detailed and reliable information than AI, especially with complex questions. The service has already answered over 500,000 questions, proving the ongoing value of human knowledge and connection.

Concerns Rise Over Trillion-Dollar AI Spending Bubble

Concerns are growing about a potential trillion-dollar AI bubble, similar to the dot-com crash. Tech companies are spending hundreds of billions of dollars on advanced chips and data centers. This massive investment is fueled by the popularity of AI chatbots like ChatGPT and Gemini. Experts worry this spending, which could reach trillions, might be leading to a speculative bubble.

Manhasset Schools Allow Supervised AI Use in Classrooms

On November 19, 2025, the Manhasset Board of Education discussed new high school courses and updated its policy on AI use. The revised "Acceptable Use and Technology" policy will permit limited, supervised use of AI tools like ChatGPT in classrooms. This use will require approval from the cybersecurity data protection officer and department heads, ensuring academic integrity. The board also expanded its broadcast program and introduced new courses like AP Comparative Government and Criminal Law. Additionally, they plan to offer a new constitutional law course.

State Attorneys General Launch National AI Task Force

On November 24, 2025, a bipartisan National Task Force on Artificial Intelligence was created. Utah Attorney General Derek Brown and North Carolina Attorney General Jeff Jackson are leading this effort. The task force includes major AI companies like OpenAI and Microsoft, along with the Attorney General Alliance. Its main goals are to find new AI issues, create basic safety rules for AI developers, and watch how AI develops. This new group aims to coordinate state-level AI regulation and foster public-private partnerships.

Sources

• Emberos Shows AI "Share of Prompt" Can Predict Sales With Wicked: For Good Case Study
• Emberos Shows AI "Share of Prompt" Can Predict Sales With Wicked: For Good Case Study
• Startup Emberos Shows AI 'Share of Prompt' Can Predict Sales With Wicked: For Good Case Study
• Yale Expert Raises Antitrust Concerns Over OpenAI, SoftBank, Oracle's $500 Billion Stargate Project: Report
• Stargate’s AI Strategy: Safeguarding the Nation or Raising Antitrust Concerns?
• AI Assessment from a Quantitative Perspective: With all participants expecting profits less than 1, how far is artificial intelligence from replacing traders?
• The PRA holds model risk management roundtable on artificial intelligence and machine learning technologies
• Warden AI launches directory of independently audited AI products
• Designing for Algorithms and AI: How BoldRanks' A2F Model Is Redefining Marketplace-Native Growth
• In world of AI, Michigan State University Extension bets on human expertise
• Why Fears of a Trillion-Dollar AI Bubble Are Growing
• Manhasset BOE hears new high school courses, revises potential use for AI in classroom
• Bipartisan State Attorneys General and Industry Leaders Launch National Task Force on Artificial Intelligence